2011
DOI: 10.4028/www.scientific.net/kem.460-461.335
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Influence of Gene Effect on Predicting Animal Phenotype Using Back-Propagation Artificial Neural Networks

Abstract: Recently, largescale, high-density single-nucleotide polymorphism (SNP) marker information has become available. However, the simple relation was not enough for describing the relation between markers and genotype value, and the genetic diversity should be carefully monitored as genomic selection for quantitative traits as a routine technology for animal genetic improvement. In this paper, back-propagation neural network is used to simulate and predict the genotype values, and the different gene effects were u… Show more

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